Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 21102 |
| Missing cells | 39941 |
| Missing cells (%) | 10.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.1 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 5 |
| Numeric | 11 |
| DateTime | 1 |
BASIN is highly overall correlated with LAT and 2 other fields | High correlation |
LAT is highly overall correlated with BASIN | High correlation |
LON is highly overall correlated with BASIN | High correlation |
NATURE is highly overall correlated with USA_SSHS and 1 other fields | High correlation |
SUBBASIN is highly overall correlated with BASIN | High correlation |
USA_PRES is highly overall correlated with USA_SSHS and 3 other fields | High correlation |
USA_SSHS is highly overall correlated with NATURE and 5 other fields | High correlation |
USA_STATUS is highly overall correlated with NATURE and 1 other fields | High correlation |
USA_WIND is highly overall correlated with USA_PRES and 3 other fields | High correlation |
WMO_PRES is highly overall correlated with USA_PRES and 3 other fields | High correlation |
WMO_WIND is highly overall correlated with USA_PRES and 3 other fields | High correlation |
BASIN has 3619 (17.2%) missing values | Missing |
SUBBASIN has 2901 (13.7%) missing values | Missing |
WMO_WIND has 13794 (65.4%) missing values | Missing |
WMO_PRES has 12885 (61.1%) missing values | Missing |
USA_WIND has 3345 (15.9%) missing values | Missing |
USA_PRES has 3397 (16.1%) missing values | Missing |
USA_SSHS has 6884 (32.6%) zeros | Zeros |
STORM_DIR has 375 (1.8%) zeros | Zeros |
DIST2LAND has 1865 (8.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-09-24 18:27:46.999951 |
|---|---|
| Analysis finished | 2025-09-24 18:27:55.183608 |
| Duration | 8.18 seconds |
| Software version | ydata-profiling vv4.15.0 |
| Download configuration | config.json |
Variables
SID
Text
| Distinct | 368 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.0 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 13 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2022008S13148 |
|---|---|
| 2nd row | 2022008S13148 |
| 3rd row | 2022008S13148 |
| 4th row | 2022008S13148 |
| 5th row | 2022008S13148 |
| Value | Count | Frequency (%) |
| 2023036s12117 | 299 | 1.4% |
| 2022037s10103 | 187 | 0.9% |
| 2023213n14257 | 175 | 0.8% |
| 2023232n13300 | 170 | 0.8% |
| 2022346s10098 | 159 | 0.8% |
| 2024017s15151 | 155 | 0.7% |
| 2024013s10093 | 153 | 0.7% |
| 2025032s14120 | 153 | 0.7% |
| 2024067s10090 | 149 | 0.7% |
| 2022355s10128 | 146 | 0.7% |
| Other values (358) | 19356 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 76165 | |
| 0 | 44355 | |
| 1 | 37995 | |
| 3 | 23314 | 8.5% |
| 4 | 18064 | 6.6% |
| 5 | 16030 | 5.8% |
| N | 14073 | 5.1% |
| 6 | 10107 | 3.7% |
| 7 | 9187 | 3.3% |
| 9 | 9155 | 3.3% |
| Other values (2) | 15881 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 274326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 76165 | |
| 0 | 44355 | |
| 1 | 37995 | |
| 3 | 23314 | 8.5% |
| 4 | 18064 | 6.6% |
| 5 | 16030 | 5.8% |
| N | 14073 | 5.1% |
| 6 | 10107 | 3.7% |
| 7 | 9187 | 3.3% |
| 9 | 9155 | 3.3% |
| Other values (2) | 15881 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 274326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 76165 | |
| 0 | 44355 | |
| 1 | 37995 | |
| 3 | 23314 | 8.5% |
| 4 | 18064 | 6.6% |
| 5 | 16030 | 5.8% |
| N | 14073 | 5.1% |
| 6 | 10107 | 3.7% |
| 7 | 9187 | 3.3% |
| 9 | 9155 | 3.3% |
| Other values (2) | 15881 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 274326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 76165 | |
| 0 | 44355 | |
| 1 | 37995 | |
| 3 | 23314 | 8.5% |
| 4 | 18064 | 6.6% |
| 5 | 16030 | 5.8% |
| N | 14073 | 5.1% |
| 6 | 10107 | 3.7% |
| 7 | 9187 | 3.3% |
| 9 | 9155 | 3.3% |
| Other values (2) | 15881 | 5.8% |
SEASON
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.0 KiB |
| 2023 | |
|---|---|
| 2022 | |
| 2024 | |
| 2025 | |
| 2026 | 51 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2022 |
|---|---|
| 2nd row | 2022 |
| 3rd row | 2022 |
| 4th row | 2022 |
| 5th row | 2022 |
Common Values
| Value | Count | Frequency (%) |
| 2023 | 6468 | |
| 2022 | 5985 | |
| 2024 | 5024 | |
| 2025 | 3574 | |
| 2026 | 51 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023 | 6468 | |
| 2022 | 5985 | |
| 2024 | 5024 | |
| 2025 | 3574 | |
| 2026 | 51 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 48189 | |
| 0 | 21102 | |
| 3 | 6468 | 7.7% |
| 4 | 5024 | 6.0% |
| 5 | 3574 | 4.2% |
| 6 | 51 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 84408 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 48189 | |
| 0 | 21102 | |
| 3 | 6468 | 7.7% |
| 4 | 5024 | 6.0% |
| 5 | 3574 | 4.2% |
| 6 | 51 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 84408 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 48189 | |
| 0 | 21102 | |
| 3 | 6468 | 7.7% |
| 4 | 5024 | 6.0% |
| 5 | 3574 | 4.2% |
| 6 | 51 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 84408 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 48189 | |
| 0 | 21102 | |
| 3 | 6468 | 7.7% |
| 4 | 5024 | 6.0% |
| 5 | 3574 | 4.2% |
| 6 | 51 | 0.1% |
NUMBER
Real number (ℝ)
| Distinct | 113 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.054071 |
| Minimum | 1 |
|---|---|
| Maximum | 113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 20 |
| median | 44 |
| Q3 | 67 |
| 95-th percentile | 93 |
| Maximum | 113 |
| Range | 112 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 28.772212 |
|---|---|
| Coefficient of variation (CV) | 0.63861514 |
| Kurtosis | -0.83177099 |
| Mean | 45.054071 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.31061984 |
| Sum | 950731 |
| Variance | 827.84016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 526 | 2.5% |
| 7 | 522 | 2.5% |
| 2 | 453 | 2.1% |
| 4 | 386 | 1.8% |
| 44 | 337 | 1.6% |
| 39 | 331 | 1.6% |
| 13 | 312 | 1.5% |
| 57 | 310 | 1.5% |
| 36 | 307 | 1.5% |
| 49 | 306 | 1.5% |
| Other values (103) | 17312 |
| Value | Count | Frequency (%) |
| 1 | 204 | 1.0% |
| 2 | 453 | |
| 3 | 143 | 0.7% |
| 4 | 386 | |
| 5 | 166 | 0.8% |
| 6 | 153 | 0.7% |
| 7 | 522 | |
| 8 | 526 | |
| 9 | 190 | 0.9% |
| 10 | 278 |
| Value | Count | Frequency (%) |
| 113 | 26 | 0.1% |
| 112 | 146 | |
| 111 | 53 | 0.3% |
| 110 | 159 | |
| 109 | 43 | 0.2% |
| 108 | 53 | 0.3% |
| 107 | 17 | 0.1% |
| 106 | 27 | 0.1% |
| 105 | 47 | 0.2% |
| 104 | 49 | 0.2% |
ISO_TIME
Date
| Distinct | 8815 |
|---|---|
| Distinct (%) | 41.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.0 KiB |
| Minimum | 2022-01-07 12:00:00 |
|---|---|
| Maximum | 2025-09-11 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
BASIN
Categorical
High correlation Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3619 |
| Missing (%) | 17.2% |
| Memory size | 165.0 KiB |
| WP | |
|---|---|
| SI | |
| EP | |
| SP | |
| NI |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SP |
|---|---|
| 2nd row | SP |
| 3rd row | SP |
| 4th row | SP |
| 5th row | SP |
Common Values
| Value | Count | Frequency (%) |
| WP | 5744 | |
| SI | 5167 | |
| EP | 3779 | |
| SP | 1862 | 8.8% |
| NI | 931 | 4.4% |
| (Missing) | 3619 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| wp | 5744 | |
| si | 5167 | |
| ep | 3779 | |
| sp | 1862 | 10.7% |
| ni | 931 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 11385 | |
| S | 7029 | |
| I | 6098 | |
| W | 5744 | |
| E | 3779 | 10.8% |
| N | 931 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34966 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 11385 | |
| S | 7029 | |
| I | 6098 | |
| W | 5744 | |
| E | 3779 | 10.8% |
| N | 931 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34966 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 11385 | |
| S | 7029 | |
| I | 6098 | |
| W | 5744 | |
| E | 3779 | 10.8% |
| N | 931 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34966 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 11385 | |
| S | 7029 | |
| I | 6098 | |
| W | 5744 | |
| E | 3779 | 10.8% |
| N | 931 | 2.7% |
SUBBASIN
Categorical
High correlation Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2901 |
| Missing (%) | 13.7% |
| Memory size | 165.0 KiB |
| MM | |
|---|---|
| WA | |
| EA | 819 |
| BB | 632 |
| CP | 529 |
| Other values (3) | 1017 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EA |
|---|---|
| 2nd row | EA |
| 3rd row | EA |
| 4th row | EA |
| 5th row | EA |
Common Values
| Value | Count | Frequency (%) |
| MM | 12919 | |
| WA | 2285 | 10.8% |
| EA | 819 | 3.9% |
| BB | 632 | 3.0% |
| CP | 529 | 2.5% |
| CS | 390 | 1.8% |
| GM | 328 | 1.6% |
| AS | 299 | 1.4% |
| (Missing) | 2901 | 13.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mm | 12919 | |
| wa | 2285 | 12.6% |
| ea | 819 | 4.5% |
| bb | 632 | 3.5% |
| cp | 529 | 2.9% |
| cs | 390 | 2.1% |
| gm | 328 | 1.8% |
| as | 299 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 26166 | |
| A | 3403 | 9.3% |
| W | 2285 | 6.3% |
| B | 1264 | 3.5% |
| C | 919 | 2.5% |
| E | 819 | 2.2% |
| S | 689 | 1.9% |
| P | 529 | 1.5% |
| G | 328 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36402 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 26166 | |
| A | 3403 | 9.3% |
| W | 2285 | 6.3% |
| B | 1264 | 3.5% |
| C | 919 | 2.5% |
| E | 819 | 2.2% |
| S | 689 | 1.9% |
| P | 529 | 1.5% |
| G | 328 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36402 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 26166 | |
| A | 3403 | 9.3% |
| W | 2285 | 6.3% |
| B | 1264 | 3.5% |
| C | 919 | 2.5% |
| E | 819 | 2.2% |
| S | 689 | 1.9% |
| P | 529 | 1.5% |
| G | 328 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36402 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 26166 | |
| A | 3403 | 9.3% |
| W | 2285 | 6.3% |
| B | 1264 | 3.5% |
| C | 919 | 2.5% |
| E | 819 | 2.2% |
| S | 689 | 1.9% |
| P | 529 | 1.5% |
| G | 328 | 0.9% |
NAME
Text
| Distinct | 297 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.0 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 5.7813951 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TIFFANY |
|---|---|
| 2nd row | TIFFANY |
| 3rd row | TIFFANY |
| 4th row | TIFFANY |
| 5th row | TIFFANY |
| Value | Count | Frequency (%) |
| unnamed | 1861 | 8.8% |
| freddy | 299 | 1.4% |
| emnati | 187 | 0.9% |
| dora | 175 | 0.8% |
| franklin | 170 | 0.8% |
| darian | 159 | 0.8% |
| kirrily | 155 | 0.7% |
| taliah | 153 | 0.7% |
| anggrek | 153 | 0.7% |
| neville | 149 | 0.7% |
| Other values (287) | 17641 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 17577 | |
| N | 13932 | |
| E | 12594 | |
| I | 11312 | 9.3% |
| L | 7662 | 6.3% |
| R | 7286 | 6.0% |
| O | 6143 | 5.0% |
| D | 5569 | 4.6% |
| M | 5484 | 4.5% |
| U | 3953 | 3.2% |
| Other values (16) | 30487 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 121999 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 17577 | |
| N | 13932 | |
| E | 12594 | |
| I | 11312 | 9.3% |
| L | 7662 | 6.3% |
| R | 7286 | 6.0% |
| O | 6143 | 5.0% |
| D | 5569 | 4.6% |
| M | 5484 | 4.5% |
| U | 3953 | 3.2% |
| Other values (16) | 30487 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 121999 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 17577 | |
| N | 13932 | |
| E | 12594 | |
| I | 11312 | 9.3% |
| L | 7662 | 6.3% |
| R | 7286 | 6.0% |
| O | 6143 | 5.0% |
| D | 5569 | 4.6% |
| M | 5484 | 4.5% |
| U | 3953 | 3.2% |
| Other values (16) | 30487 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 121999 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 17577 | |
| N | 13932 | |
| E | 12594 | |
| I | 11312 | 9.3% |
| L | 7662 | 6.3% |
| R | 7286 | 6.0% |
| O | 6143 | 5.0% |
| D | 5569 | 4.6% |
| M | 5484 | 4.5% |
| U | 3953 | 3.2% |
| Other values (16) | 30487 |
LAT
Real number (ℝ)
High correlation
| Distinct | 994 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7795375 |
| Minimum | -50.3 |
|---|---|
| Maximum | 70.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7029 |
| Negative (%) | 33.3% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | -50.3 |
|---|---|
| 5-th percentile | -24.4 |
| Q1 | -13.7 |
| median | 15.2 |
| Q3 | 22.3 |
| 95-th percentile | 38.9 |
| Maximum | 70.1 |
| Range | 120.4 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 21.018416 |
|---|---|
| Coefficient of variation (CV) | 2.3940231 |
| Kurtosis | -0.85677698 |
| Mean | 8.7795375 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.27771667 |
| Sum | 185265.8 |
| Variance | 441.77379 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 108 | 0.5% |
| 15.8 | 105 | 0.5% |
| 16.6 | 100 | 0.5% |
| 17.4 | 98 | 0.5% |
| 17.1 | 95 | 0.5% |
| 15.7 | 95 | 0.5% |
| 17.2 | 91 | 0.4% |
| 17 | 90 | 0.4% |
| 17.3 | 89 | 0.4% |
| 14.6 | 89 | 0.4% |
| Other values (984) | 20142 |
| Value | Count | Frequency (%) |
| -50.3 | 1 | |
| -49.5 | 1 | |
| -48.7 | 1 | |
| -47.9 | 1 | |
| -47.1 | 1 | |
| -46.3 | 1 | |
| -45.6 | 1 | |
| -45.3 | 1 | |
| -45 | 1 | |
| -44.4 | 1 |
| Value | Count | Frequency (%) |
| 70.1 | 1 | |
| 69.9 | 1 | |
| 69.8 | 1 | |
| 69.7 | 1 | |
| 69.5 | 1 | |
| 69.3 | 1 | |
| 69 | 1 | |
| 68.7 | 1 | |
| 68.5 | 1 | |
| 68.3 | 1 |
LON
Real number (ℝ)
High correlation
| Distinct | 3223 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.333504 |
| Minimum | -179.8 |
|---|---|
| Maximum | 257.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7277 |
| Negative (%) | 34.5% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | -179.8 |
|---|---|
| 5-th percentile | -125.4 |
| Q1 | -60.1 |
| median | 86.8 |
| Q3 | 130.3 |
| 95-th percentile | 168.2 |
| Maximum | 257.4 |
| Range | 437.2 |
| Interquartile range (IQR) | 190.4 |
Descriptive statistics
| Standard deviation | 104.23555 |
|---|---|
| Coefficient of variation (CV) | 2.299305 |
| Kurtosis | -1.2376812 |
| Mean | 45.333504 |
| Median Absolute Deviation (MAD) | 56.6 |
| Skewness | -0.51341948 |
| Sum | 956627.6 |
| Variance | 10865.05 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 124.7 | 32 | 0.2% |
| 127.4 | 31 | 0.1% |
| 126 | 30 | 0.1% |
| 125 | 29 | 0.1% |
| 125.6 | 29 | 0.1% |
| 130.3 | 29 | 0.1% |
| 113.6 | 28 | 0.1% |
| 123.4 | 27 | 0.1% |
| 124.2 | 27 | 0.1% |
| 94.1 | 27 | 0.1% |
| Other values (3213) | 20813 |
| Value | Count | Frequency (%) |
| -179.8 | 1 | < 0.1% |
| -179.4 | 2 | |
| -179.3 | 1 | < 0.1% |
| -179.2 | 2 | |
| -179.1 | 1 | < 0.1% |
| -179 | 4 | |
| -178.8 | 1 | < 0.1% |
| -178.7 | 2 | |
| -178.5 | 2 | |
| -178.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 257.4 | 1 | |
| 256.9 | 1 | |
| 256.3 | 1 | |
| 255.7 | 1 | |
| 255 | 1 | |
| 254.3 | 1 | |
| 253.6 | 1 | |
| 252.9 | 1 | |
| 252.2 | 1 | |
| 251.4 | 1 |
WMO_WIND
Real number (ℝ)
High correlation Missing
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 13794 |
| Missing (%) | 65.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.496032 |
| Minimum | 10 |
|---|---|
| Maximum | 155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 30 |
| median | 40 |
| Q3 | 60 |
| 95-th percentile | 100 |
| Maximum | 155 |
| Range | 145 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 24.530581 |
|---|---|
| Coefficient of variation (CV) | 0.51647643 |
| Kurtosis | 0.93501705 |
| Mean | 47.496032 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.175352 |
| Sum | 347101 |
| Variance | 601.7494 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 35 | 918 | 4.4% |
| 30 | 913 | 4.3% |
| 25 | 892 | 4.2% |
| 40 | 614 | 2.9% |
| 45 | 572 | 2.7% |
| 50 | 497 | 2.4% |
| 20 | 429 | 2.0% |
| 55 | 339 | 1.6% |
| 75 | 243 | 1.2% |
| 60 | 240 | 1.1% |
| Other values (39) | 1651 | 7.8% |
| (Missing) | 13794 |
| Value | Count | Frequency (%) |
| 10 | 5 | < 0.1% |
| 15 | 140 | 0.7% |
| 20 | 429 | |
| 22 | 5 | < 0.1% |
| 23 | 3 | < 0.1% |
| 25 | 892 | |
| 27 | 7 | < 0.1% |
| 28 | 7 | < 0.1% |
| 29 | 1 | < 0.1% |
| 30 | 913 |
| Value | Count | Frequency (%) |
| 155 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| 145 | 7 | < 0.1% |
| 140 | 12 | 0.1% |
| 135 | 9 | < 0.1% |
| 130 | 11 | 0.1% |
| 125 | 18 | 0.1% |
| 120 | 21 | 0.1% |
| 115 | 69 | |
| 110 | 46 |
WMO_PRES
Real number (ℝ)
High correlation Missing
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 12885 |
| Missing (%) | 61.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 990.46903 |
| Minimum | 895 |
|---|---|
| Maximum | 1016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 895 |
|---|---|
| 5-th percentile | 948 |
| Q1 | 984 |
| median | 998 |
| Q3 | 1004 |
| 95-th percentile | 1009 |
| Maximum | 1016 |
| Range | 121 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 19.41084 |
|---|---|
| Coefficient of variation (CV) | 0.019597625 |
| Kurtosis | 2.5690864 |
| Mean | 990.46903 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.6453224 |
| Sum | 8138684 |
| Variance | 376.78072 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1004 | 531 | 2.5% |
| 1000 | 486 | 2.3% |
| 998 | 463 | 2.2% |
| 1002 | 446 | 2.1% |
| 1006 | 433 | 2.1% |
| 996 | 293 | 1.4% |
| 1007 | 275 | 1.3% |
| 1008 | 266 | 1.3% |
| 1005 | 266 | 1.3% |
| 990 | 223 | 1.1% |
| Other values (101) | 4535 | 21.5% |
| (Missing) | 12885 |
| Value | Count | Frequency (%) |
| 895 | 1 | < 0.1% |
| 900 | 6 | |
| 902 | 2 | < 0.1% |
| 905 | 6 | |
| 907 | 1 | < 0.1% |
| 908 | 2 | < 0.1% |
| 909 | 1 | < 0.1% |
| 910 | 9 | |
| 913 | 1 | < 0.1% |
| 914 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1016 | 2 | < 0.1% |
| 1015 | 5 | < 0.1% |
| 1014 | 15 | 0.1% |
| 1013 | 15 | 0.1% |
| 1012 | 79 | 0.4% |
| 1011 | 62 | 0.3% |
| 1010 | 126 | |
| 1009 | 142 | |
| 1008 | 266 | |
| 1007 | 275 |
USA_WIND
Real number (ℝ)
High correlation Missing
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 3345 |
| Missing (%) | 15.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.855663 |
| Minimum | 10 |
|---|---|
| Maximum | 165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 30 |
| median | 40 |
| Q3 | 60 |
| 95-th percentile | 109 |
| Maximum | 165 |
| Range | 155 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 26.853953 |
|---|---|
| Coefficient of variation (CV) | 0.54965896 |
| Kurtosis | 1.2118269 |
| Mean | 48.855663 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.3131745 |
| Sum | 867530 |
| Variance | 721.13477 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25 | 1869 | 8.9% |
| 35 | 1667 | 7.9% |
| 30 | 1529 | 7.2% |
| 45 | 1273 | 6.0% |
| 40 | 843 | 4.0% |
| 20 | 834 | 4.0% |
| 50 | 568 | 2.7% |
| 55 | 492 | 2.3% |
| 60 | 434 | 2.1% |
| 29 | 368 | 1.7% |
| Other values (123) | 7880 | |
| (Missing) | 3345 |
| Value | Count | Frequency (%) |
| 10 | 4 | < 0.1% |
| 13 | 4 | < 0.1% |
| 15 | 313 | 1.5% |
| 16 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 70 | 0.3% |
| 19 | 33 | 0.2% |
| 20 | 834 | |
| 21 | 1 | < 0.1% |
| 22 | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 165 | 2 | < 0.1% |
| 163 | 1 | < 0.1% |
| 160 | 4 | < 0.1% |
| 155 | 8 | < 0.1% |
| 153 | 2 | < 0.1% |
| 150 | 4 | < 0.1% |
| 145 | 15 | |
| 144 | 1 | < 0.1% |
| 143 | 5 | < 0.1% |
| 140 | 28 |
USA_PRES
Real number (ℝ)
High correlation Missing
| Distinct | 122 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 3397 |
| Missing (%) | 16.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 990.60921 |
| Minimum | 891 |
|---|---|
| Maximum | 1017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 891 |
|---|---|
| 5-th percentile | 949 |
| Q1 | 984 |
| median | 997 |
| Q3 | 1004 |
| 95-th percentile | 1009 |
| Maximum | 1017 |
| Range | 126 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 18.780102 |
|---|---|
| Coefficient of variation (CV) | 0.018958134 |
| Kurtosis | 2.4149982 |
| Mean | 990.60921 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.5828655 |
| Sum | 17538736 |
| Variance | 352.69222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1007 | 835 | 4.0% |
| 1006 | 758 | 3.6% |
| 1000 | 756 | 3.6% |
| 1004 | 693 | 3.3% |
| 998 | 679 | 3.2% |
| 999 | 646 | 3.1% |
| 1002 | 631 | 3.0% |
| 1005 | 621 | 2.9% |
| 1003 | 607 | 2.9% |
| 1001 | 576 | 2.7% |
| Other values (112) | 10903 | |
| (Missing) | 3397 | 16.1% |
| Value | Count | Frequency (%) |
| 891 | 1 | < 0.1% |
| 894 | 1 | < 0.1% |
| 895 | 1 | < 0.1% |
| 897 | 4 | |
| 899 | 1 | < 0.1% |
| 900 | 1 | < 0.1% |
| 901 | 1 | < 0.1% |
| 902 | 4 | |
| 903 | 2 | |
| 904 | 2 |
| Value | Count | Frequency (%) |
| 1017 | 10 | < 0.1% |
| 1016 | 3 | < 0.1% |
| 1015 | 18 | 0.1% |
| 1014 | 36 | 0.2% |
| 1013 | 31 | 0.1% |
| 1012 | 118 | 0.6% |
| 1011 | 148 | 0.7% |
| 1010 | 350 | |
| 1009 | 449 | |
| 1008 | 535 |
USA_SSHS
Real number (ℝ)
High correlation Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.068003 |
| Minimum | -5 |
|---|---|
| Maximum | 5 |
| Zeros | 6884 |
| Zeros (%) | 32.6% |
| Negative | 10233 |
| Negative (%) | 48.5% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | -5 |
| Q1 | -3 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4020296 |
|---|---|
| Coefficient of variation (CV) | -2.249085 |
| Kurtosis | -0.53277273 |
| Mean | -1.068003 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1129456 |
| Sum | -22537 |
| Variance | 5.7697463 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 6884 | |
| -5 | 3280 | |
| -1 | 3179 | |
| -3 | 2883 | |
| 1 | 1662 | 7.9% |
| 2 | 863 | 4.1% |
| 3 | 704 | 3.3% |
| 4 | 671 | 3.2% |
| -4 | 568 | 2.7% |
| -2 | 323 | 1.5% |
| Value | Count | Frequency (%) |
| -5 | 3280 | |
| -4 | 568 | 2.7% |
| -3 | 2883 | |
| -2 | 323 | 1.5% |
| -1 | 3179 | |
| 0 | 6884 | |
| 1 | 1662 | 7.9% |
| 2 | 863 | 4.1% |
| 3 | 704 | 3.3% |
| 4 | 671 | 3.2% |
| Value | Count | Frequency (%) |
| 5 | 85 | 0.4% |
| 4 | 671 | 3.2% |
| 3 | 704 | 3.3% |
| 2 | 863 | 4.1% |
| 1 | 1662 | 7.9% |
| 0 | 6884 | |
| -1 | 3179 | |
| -2 | 323 | 1.5% |
| -3 | 2883 | |
| -4 | 568 | 2.7% |
STORM_SPEED
Real number (ℝ)
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.843285 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 41 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 9 |
| Q3 | 13 |
| 95-th percentile | 21 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.3255471 |
|---|---|
| Coefficient of variation (CV) | 0.64262562 |
| Kurtosis | 5.8514985 |
| Mean | 9.843285 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.8383807 |
| Sum | 207713 |
| Variance | 40.012546 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 1800 | 8.5% |
| 7 | 1726 | 8.2% |
| 6 | 1703 | 8.1% |
| 9 | 1568 | 7.4% |
| 5 | 1445 | 6.8% |
| 4 | 1445 | 6.8% |
| 10 | 1425 | 6.8% |
| 11 | 1266 | 6.0% |
| 12 | 1167 | 5.5% |
| 3 | 1106 | 5.2% |
| Other values (47) | 6451 |
| Value | Count | Frequency (%) |
| 0 | 41 | 0.2% |
| 1 | 355 | 1.7% |
| 2 | 713 | 3.4% |
| 3 | 1106 | |
| 4 | 1445 | |
| 5 | 1445 | |
| 6 | 1703 | |
| 7 | 1726 | |
| 8 | 1800 | |
| 9 | 1568 |
| Value | Count | Frequency (%) |
| 58 | 1 | < 0.1% |
| 57 | 2 | < 0.1% |
| 54 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 52 | 2 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 49 | 7 | |
| 48 | 3 | |
| 47 | 3 |
STORM_DIR
Real number (ℝ)
Zeros
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.0127 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 375 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 115 |
| median | 255 |
| Q3 | 290 |
| 95-th percentile | 335 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 175 |
Descriptive statistics
| Standard deviation | 105.41616 |
|---|---|
| Coefficient of variation (CV) | 0.49957257 |
| Kurtosis | -0.98549012 |
| Mean | 211.0127 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | -0.64496129 |
| Sum | 4452790 |
| Variance | 11112.566 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 270 | 969 | 4.6% |
| 280 | 860 | 4.1% |
| 275 | 788 | 3.7% |
| 285 | 782 | 3.7% |
| 290 | 723 | 3.4% |
| 295 | 695 | 3.3% |
| 265 | 662 | 3.1% |
| 300 | 632 | 3.0% |
| 260 | 526 | 2.5% |
| 305 | 509 | 2.4% |
| Other values (63) | 13956 |
| Value | Count | Frequency (%) |
| 0 | 375 | |
| 5 | 202 | |
| 10 | 247 | |
| 15 | 260 | |
| 20 | 190 | |
| 25 | 251 | |
| 30 | 268 | |
| 35 | 234 | |
| 40 | 229 | |
| 45 | 262 |
| Value | Count | Frequency (%) |
| 360 | 57 | 0.3% |
| 355 | 220 | |
| 350 | 226 | |
| 345 | 269 | |
| 340 | 253 | |
| 335 | 301 | |
| 330 | 321 | |
| 325 | 338 | |
| 320 | 353 | |
| 315 | 494 |
NATURE
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.0 KiB |
| TS | |
|---|---|
| DS | |
| NR | |
| ET | 1112 |
| MX | 761 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MX |
|---|---|
| 2nd row | MX |
| 3rd row | MX |
| 4th row | MX |
| 5th row | TS |
Common Values
| Value | Count | Frequency (%) |
| TS | 13721 | |
| DS | 2669 | 12.6% |
| NR | 2527 | 12.0% |
| ET | 1112 | 5.3% |
| MX | 761 | 3.6% |
| SS | 312 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ts | 13721 | |
| ds | 2669 | 12.6% |
| nr | 2527 | 12.0% |
| et | 1112 | 5.3% |
| mx | 761 | 3.6% |
| ss | 312 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 17014 | |
| T | 14833 | |
| D | 2669 | 6.3% |
| N | 2527 | 6.0% |
| R | 2527 | 6.0% |
| E | 1112 | 2.6% |
| M | 761 | 1.8% |
| X | 761 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42204 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 17014 | |
| T | 14833 | |
| D | 2669 | 6.3% |
| N | 2527 | 6.0% |
| R | 2527 | 6.0% |
| E | 1112 | 2.6% |
| M | 761 | 1.8% |
| X | 761 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42204 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 17014 | |
| T | 14833 | |
| D | 2669 | 6.3% |
| N | 2527 | 6.0% |
| R | 2527 | 6.0% |
| E | 1112 | 2.6% |
| M | 761 | 1.8% |
| X | 761 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42204 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 17014 | |
| T | 14833 | |
| D | 2669 | 6.3% |
| N | 2527 | 6.0% |
| R | 2527 | 6.0% |
| E | 1112 | 2.6% |
| M | 761 | 1.8% |
| X | 761 | 1.8% |
USA_STATUS
Categorical
High correlation
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.0 KiB |
| TS | |
|---|---|
| TD | |
| HU | |
| DB | |
| Other values (8) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.6434461 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DB |
|---|---|
| 2nd row | DB |
| 3rd row | DB |
| 4th row | DB |
| 5th row | TD |
Common Values
| Value | Count | Frequency (%) |
| 7524 | ||
| TS | 4586 | |
| TD | 2246 | 10.6% |
| HU | 1504 | 7.1% |
| DB | 1477 | 7.0% |
| LO | 1380 | 6.5% |
| TY | 1334 | 6.3% |
| EX | 568 | 2.7% |
| SS | 219 | 1.0% |
| ST | 134 | 0.6% |
| Other values (3) | 130 | 0.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ts | 4586 | |
| td | 2246 | |
| hu | 1504 | 11.1% |
| db | 1477 | 10.9% |
| lo | 1380 | 10.2% |
| ty | 1334 | 9.8% |
| ex | 568 | 4.2% |
| ss | 219 | 1.6% |
| st | 134 | 1.0% |
| sd | 104 | 0.8% |
| Other values (2) | 26 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 8300 | |
| 7524 | ||
| S | 5262 | |
| D | 3849 | |
| H | 1504 | 4.3% |
| U | 1504 | 4.3% |
| B | 1477 | 4.3% |
| L | 1380 | 4.0% |
| O | 1380 | 4.0% |
| Y | 1334 | 3.8% |
| Other values (5) | 1166 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 8300 | |
| 7524 | ||
| S | 5262 | |
| D | 3849 | |
| H | 1504 | 4.3% |
| U | 1504 | 4.3% |
| B | 1477 | 4.3% |
| L | 1380 | 4.0% |
| O | 1380 | 4.0% |
| Y | 1334 | 3.8% |
| Other values (5) | 1166 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 8300 | |
| 7524 | ||
| S | 5262 | |
| D | 3849 | |
| H | 1504 | 4.3% |
| U | 1504 | 4.3% |
| B | 1477 | 4.3% |
| L | 1380 | 4.0% |
| O | 1380 | 4.0% |
| Y | 1334 | 3.8% |
| Other values (5) | 1166 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 8300 | |
| 7524 | ||
| S | 5262 | |
| D | 3849 | |
| H | 1504 | 4.3% |
| U | 1504 | 4.3% |
| B | 1477 | 4.3% |
| L | 1380 | 4.0% |
| O | 1380 | 4.0% |
| Y | 1334 | 3.8% |
| Other values (5) | 1166 | 3.4% |
DIST2LAND
Real number (ℝ)
Zeros
| Distinct | 2577 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 763.49441 |
| Minimum | 0 |
|---|---|
| Maximum | 3219 |
| Zeros | 1865 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 165.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 197 |
| median | 577 |
| Q3 | 1231 |
| 95-th percentile | 2051 |
| Maximum | 3219 |
| Range | 3219 |
| Interquartile range (IQR) | 1034 |
Descriptive statistics
| Standard deviation | 673.07942 |
|---|---|
| Coefficient of variation (CV) | 0.88157741 |
| Kurtosis | -0.25462019 |
| Mean | 763.49441 |
| Median Absolute Deviation (MAD) | 461 |
| Skewness | 0.80335973 |
| Sum | 16111259 |
| Variance | 453035.91 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1865 | 8.8% |
| 10 | 89 | 0.4% |
| 15 | 58 | 0.3% |
| 11 | 54 | 0.3% |
| 44 | 53 | 0.3% |
| 24 | 53 | 0.3% |
| 22 | 44 | 0.2% |
| 30 | 42 | 0.2% |
| 78 | 40 | 0.2% |
| 89 | 39 | 0.2% |
| Other values (2567) | 18765 |
| Value | Count | Frequency (%) |
| 0 | 1865 | |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 22 | 0.1% |
| 10 | 89 | 0.4% |
| 11 | 54 | 0.3% |
| 13 | 3 | < 0.1% |
| 14 | 20 | 0.1% |
| Value | Count | Frequency (%) |
| 3219 | 1 | |
| 3209 | 1 | |
| 3163 | 1 | |
| 3159 | 1 | |
| 3154 | 2 | |
| 3151 | 1 | |
| 3146 | 1 | |
| 3144 | 1 | |
| 3143 | 1 | |
| 3140 | 1 |
Interactions
Correlations
| BASIN | DIST2LAND | LAT | LON | NATURE | NUMBER | SEASON | STORM_DIR | STORM_SPEED | SUBBASIN | USA_PRES | USA_SSHS | USA_STATUS | USA_WIND | WMO_PRES | WMO_WIND | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BASIN | 1.000 | 0.179 | 0.548 | 0.634 | 0.262 | 0.433 | 0.138 | 0.346 | 0.104 | 0.680 | 0.223 | 0.212 | 0.377 | 0.076 | 0.192 | 0.215 |
| DIST2LAND | 0.179 | 1.000 | -0.042 | -0.096 | 0.085 | 0.024 | 0.107 | 0.033 | 0.107 | 0.139 | 0.127 | 0.047 | 0.088 | -0.005 | 0.169 | 0.027 |
| LAT | 0.548 | -0.042 | 1.000 | -0.108 | 0.378 | 0.498 | 0.131 | 0.027 | 0.157 | 0.282 | -0.010 | -0.005 | 0.253 | 0.042 | -0.073 | 0.273 |
| LON | 0.634 | -0.096 | -0.108 | 1.000 | 0.271 | -0.129 | 0.122 | -0.172 | -0.010 | 0.489 | -0.266 | -0.142 | 0.283 | 0.001 | -0.225 | 0.059 |
| NATURE | 0.262 | 0.085 | 0.378 | 0.271 | 1.000 | 0.146 | 0.256 | 0.183 | 0.158 | 0.137 | 0.282 | 0.572 | 0.661 | 0.285 | 0.223 | 0.227 |
| NUMBER | 0.433 | 0.024 | 0.498 | -0.129 | 0.146 | 1.000 | 0.163 | 0.147 | 0.021 | 0.223 | 0.117 | 0.022 | 0.167 | -0.066 | 0.091 | 0.090 |
| SEASON | 0.138 | 0.107 | 0.131 | 0.122 | 0.256 | 0.163 | 1.000 | 0.063 | 0.041 | 0.143 | 0.079 | 0.134 | 0.310 | 0.107 | 0.076 | 0.081 |
| STORM_DIR | 0.346 | 0.033 | 0.027 | -0.172 | 0.183 | 0.147 | 0.063 | 1.000 | -0.022 | 0.148 | 0.049 | 0.146 | 0.128 | 0.037 | 0.021 | 0.092 |
| STORM_SPEED | 0.104 | 0.107 | 0.157 | -0.010 | 0.158 | 0.021 | 0.041 | -0.022 | 1.000 | 0.104 | -0.083 | 0.044 | 0.094 | 0.136 | -0.110 | 0.198 |
| SUBBASIN | 0.680 | 0.139 | 0.282 | 0.489 | 0.137 | 0.223 | 0.143 | 0.148 | 0.104 | 1.000 | 0.096 | 0.109 | 0.171 | 0.063 | 0.126 | 0.156 |
| USA_PRES | 0.223 | 0.127 | -0.010 | -0.266 | 0.282 | 0.117 | 0.079 | 0.049 | -0.083 | 0.096 | 1.000 | -0.753 | 0.392 | -0.848 | 0.964 | -0.869 |
| USA_SSHS | 0.212 | 0.047 | -0.005 | -0.142 | 0.572 | 0.022 | 0.134 | 0.146 | 0.044 | 0.109 | -0.753 | 1.000 | 0.665 | 0.870 | -0.651 | 0.850 |
| USA_STATUS | 0.377 | 0.088 | 0.253 | 0.283 | 0.661 | 0.167 | 0.310 | 0.128 | 0.094 | 0.171 | 0.392 | 0.665 | 1.000 | 0.422 | 0.347 | 0.374 |
| USA_WIND | 0.076 | -0.005 | 0.042 | 0.001 | 0.285 | -0.066 | 0.107 | 0.037 | 0.136 | 0.063 | -0.848 | 0.870 | 0.422 | 1.000 | -0.869 | 0.967 |
| WMO_PRES | 0.192 | 0.169 | -0.073 | -0.225 | 0.223 | 0.091 | 0.076 | 0.021 | -0.110 | 0.126 | 0.964 | -0.651 | 0.347 | -0.869 | 1.000 | -0.848 |
| WMO_WIND | 0.215 | 0.027 | 0.273 | 0.059 | 0.227 | 0.090 | 0.081 | 0.092 | 0.198 | 0.156 | -0.869 | 0.850 | 0.374 | 0.967 | -0.848 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| SID | SEASON | NUMBER | ISO_TIME | BASIN | SUBBASIN | NAME | LAT | LON | WMO_WIND | WMO_PRES | USA_WIND | USA_PRES | USA_SSHS | STORM_SPEED | STORM_DIR | NATURE | USA_STATUS | DIST2LAND | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022008S13148 | 2022 | 1 | 2022-01-08 00:00:00 | SP | EA | TIFFANY | -12.6 | 147.7 | 25.0 | 1005.0 | 20.0 | 1007.0 | -3 | 6 | 160 | MX | DB | 270 |
| 1 | 2022008S13148 | 2022 | 1 | 2022-01-08 03:00:00 | SP | EA | TIFFANY | -12.9 | 147.8 | NaN | NaN | 20.0 | 1007.0 | -3 | 5 | 160 | MX | DB | 303 |
| 2 | 2022008S13148 | 2022 | 1 | 2022-01-08 06:00:00 | SP | EA | TIFFANY | -13.1 | 147.9 | 25.0 | 1004.0 | 20.0 | 1007.0 | -3 | 4 | 160 | MX | DB | 324 |
| 3 | 2022008S13148 | 2022 | 1 | 2022-01-08 09:00:00 | SP | EA | TIFFANY | -13.2 | 147.9 | NaN | NaN | 23.0 | 1006.0 | -3 | 2 | 165 | MX | DB | 336 |
| 4 | 2022008S13148 | 2022 | 1 | 2022-01-08 12:00:00 | SP | EA | TIFFANY | -13.3 | 148.0 | 30.0 | 1004.0 | 25.0 | 1004.0 | -1 | 3 | 0 | TS | TD | 347 |
| 5 | 2022008S13148 | 2022 | 1 | 2022-01-08 15:00:00 | SP | EA | TIFFANY | -13.5 | 148.0 | NaN | NaN | 28.0 | 1003.0 | -1 | 4 | 195 | TS | TD | 336 |
| 6 | 2022008S13148 | 2022 | 1 | 2022-01-08 18:00:00 | SP | EA | TIFFANY | -13.7 | 147.9 | 30.0 | 1002.0 | 30.0 | 1001.0 | -1 | 5 | 230 | TS | TD | 315 |
| 7 | 2022008S13148 | 2022 | 1 | 2022-01-08 21:00:00 | SP | EA | TIFFANY | -13.8 | 147.5 | NaN | NaN | 33.0 | 1000.0 | -1 | 7 | 250 | TS | TD | 272 |
| 8 | 2022008S13148 | 2022 | 1 | 2022-01-09 00:00:00 | SP | EA | TIFFANY | -14.0 | 147.2 | 30.0 | 1000.0 | 35.0 | 998.0 | 0 | 5 | 250 | TS | TS | 238 |
| 9 | 2022008S13148 | 2022 | 1 | 2022-01-09 03:00:00 | SP | EA | TIFFANY | -14.0 | 147.0 | NaN | NaN | 40.0 | 997.0 | 0 | 4 | 255 | TS | TS | 214 |
| SID | SEASON | NUMBER | ISO_TIME | BASIN | SUBBASIN | NAME | LAT | LON | WMO_WIND | WMO_PRES | USA_WIND | USA_PRES | USA_SSHS | STORM_SPEED | STORM_DIR | NATURE | USA_STATUS | DIST2LAND | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21092 | 2025252S09069 | 2026 | 72 | 2025-09-09 21:00:00 | SI | MM | UNNAMED | -10.4 | 66.6 | NaN | NaN | 35.0 | 1006.0 | 0 | 11 | 260 | NR | 1445 | |
| 21093 | 2025252S09069 | 2026 | 72 | 2025-09-10 00:00:00 | SI | MM | UNNAMED | -10.5 | 66.1 | NaN | NaN | 35.0 | 1006.0 | 0 | 9 | 265 | NR | 1401 | |
| 21094 | 2025252S09069 | 2026 | 72 | 2025-09-10 03:00:00 | SI | MM | UNNAMED | -10.5 | 65.7 | NaN | NaN | 35.0 | 1005.0 | 0 | 7 | 270 | NR | 1374 | |
| 21095 | 2025252S09069 | 2026 | 72 | 2025-09-10 06:00:00 | SI | MM | UNNAMED | -10.5 | 65.4 | NaN | NaN | 35.0 | 1004.0 | 0 | 5 | 270 | NR | 1354 | |
| 21096 | 2025252S09069 | 2026 | 72 | 2025-09-10 09:00:00 | SI | MM | UNNAMED | -10.5 | 65.2 | NaN | NaN | 35.0 | 1004.0 | 0 | 4 | 270 | NR | 1341 | |
| 21097 | 2025252S09069 | 2026 | 72 | 2025-09-10 12:00:00 | SI | MM | UNNAMED | -10.5 | 65.0 | NaN | NaN | 35.0 | 1004.0 | 0 | 4 | 295 | NR | 1329 | |
| 21098 | 2025252S09069 | 2026 | 72 | 2025-09-10 15:00:00 | SI | MM | UNNAMED | -10.4 | 64.8 | NaN | NaN | 35.0 | 1005.0 | 0 | 4 | 315 | NR | 1325 | |
| 21099 | 2025252S09069 | 2026 | 72 | 2025-09-10 18:00:00 | SI | MM | UNNAMED | -10.2 | 64.7 | NaN | NaN | 35.0 | 1006.0 | 0 | 3 | 320 | NR | 1338 | |
| 21100 | 2025252S09069 | 2026 | 72 | 2025-09-10 21:00:00 | SI | MM | UNNAMED | -10.1 | 64.6 | NaN | NaN | 35.0 | 1006.0 | 0 | 1 | 315 | NR | 1341 | |
| 21101 | 2025252S09069 | 2026 | 72 | 2025-09-11 00:00:00 | SI | MM | UNNAMED | -10.1 | 64.6 | NaN | NaN | 35.0 | 1006.0 | 0 | 1 | 305 | NR | 1341 |